Review research artifact rigor
ara-rigor-reviewerskillsetup L2★9,423
Orchestra-Research/AI-Research-SKILLs ↗What it does
Audit ARA for evidence validity and claim grounding
Best for
Verify ARA claims are grounded in actual source evidence, detect hallucinations, and flag unsourced assertions before publication.
Inputs
- · ARA logic/ and physical/ sections
- · source materials
Outputs
- · evidence audit report
- · claim grounding assessment
- · missing-source flags
Preconditions
ARA compiled, source papers/code available for cross-reference
Failure modes
- · hallucinated evidence citations
- · claims unsupported by provided sources
Trust signals
- · Evidence cross-reference against source
- · Claim-to-experiment mapping verified
- · Tautological test detection